Sommaire
Analysis Report of the EPLPA Project
Pierre-Yves de Müllenheim
2024-04-27
1 Dataset skimming
| Name | capl_res |
| Number of rows | 53 |
| Number of columns | 103 |
| _______________________ | |
| Column type frequency: | |
| character | 28 |
| factor | 3 |
| logical | 1 |
| numeric | 71 |
| ________________________ | |
| Group variables | None |
Variable type: character
| skim_variable | n_missing | complete_rate | min | max | empty | n_unique | whitespace |
|---|---|---|---|---|---|---|---|
| time_on1 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_on2 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_on3 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_on4 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_on5 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_on6 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_on7 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_off1 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_off2 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_off3 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_off4 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_off5 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_off6 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| time_off7 | 0 | 1.00 | 5 | 5 | 0 | 1 | 0 |
| pacer_interpretation | 0 | 1.00 | 9 | 11 | 0 | 4 | 0 |
| plank_interpretation | 0 | 1.00 | 9 | 11 | 0 | 4 | 0 |
| camsa_interpretation | 0 | 1.00 | 9 | 11 | 0 | 4 | 0 |
| pc_interpretation | 0 | 1.00 | 9 | 11 | 0 | 4 | 0 |
| pc_status | 0 | 1.00 | 8 | 8 | 0 | 1 | 0 |
| step_interpretation | 3 | 0.94 | 9 | 11 | 0 | 3 | 0 |
| db_interpretation | 3 | 0.94 | 9 | 11 | 0 | 3 | 0 |
| db_status | 0 | 1.00 | 8 | 10 | 0 | 2 | 0 |
| mc_interpretation | 1 | 0.98 | 9 | 11 | 0 | 4 | 0 |
| mc_status | 0 | 1.00 | 8 | 10 | 0 | 2 | 0 |
| ku_interpretation | 0 | 1.00 | 9 | 11 | 0 | 4 | 0 |
| ku_status | 0 | 1.00 | 8 | 8 | 0 | 1 | 0 |
| capl_interpretation | 0 | 1.00 | 9 | 11 | 0 | 4 | 0 |
| capl_status | 0 | 1.00 | 8 | 16 | 0 | 2 | 0 |
Variable type: factor
| skim_variable | n_missing | complete_rate | ordered | n_unique | top_counts |
|---|---|---|---|---|---|
| identifiant | 0 | 1 | FALSE | 53 | 2: 1, 3: 1, 4: 1, 6: 1 |
| ecole | 0 | 1 | FALSE | 5 | JEA: 17, SAI: 14, SAI: 13, NOT: 7 |
| gender | 0 | 1 | FALSE | 2 | gir: 27, boy: 26 |
Variable type: logical
| skim_variable | n_missing | complete_rate | mean | count |
|---|---|---|---|---|
| poids | 53 | 0 | NaN | : |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| age | 0 | 1.00 | 10.25 | 0.52 | 9.00 | 10.00 | 10.00 | 10.00 | 12.00 | ▁▇▁▂▁ |
| camsa_skill_score1 | 0 | 1.00 | 11.53 | 1.60 | 7.00 | 11.00 | 11.00 | 13.00 | 14.00 | ▁▁▇▃▅ |
| camsa_time1 | 0 | 1.00 | 18.89 | 4.42 | 13.00 | 16.00 | 18.00 | 21.00 | 32.00 | ▆▇▃▁▁ |
| camsa_skill_score2 | 0 | 1.00 | 11.55 | 1.90 | 7.00 | 10.00 | 12.00 | 13.00 | 14.00 | ▂▁▆▃▇ |
| camsa_time2 | 0 | 1.00 | 17.38 | 3.18 | 13.00 | 15.00 | 17.00 | 19.00 | 25.00 | ▇▇▆▁▃ |
| plank_time | 0 | 1.00 | 131.40 | 125.10 | 14.00 | 60.00 | 92.00 | 155.00 | 701.00 | ▇▂▁▁▁ |
| pacer_lap_distance | 0 | 1.00 | 20.00 | 0.00 | 20.00 | 20.00 | 20.00 | 20.00 | 20.00 | ▁▁▇▁▁ |
| pacer_laps | 0 | 1.00 | 38.58 | 17.98 | 5.00 | 25.00 | 37.00 | 50.00 | 73.00 | ▂▇▃▅▃ |
| pa_guideline | 0 | 1.00 | 2.87 | 0.71 | 1.00 | 3.00 | 3.00 | 3.00 | 4.00 | ▁▃▁▇▂ |
| crf_means | 0 | 1.00 | 2.25 | 0.62 | 1.00 | 2.00 | 2.00 | 2.00 | 4.00 | ▁▇▁▁▁ |
| ms_means | 0 | 1.00 | 1.42 | 0.93 | 1.00 | 1.00 | 1.00 | 1.00 | 4.00 | ▇▁▁▁▁ |
| sports_skill | 0 | 1.00 | 3.30 | 0.46 | 3.00 | 3.00 | 3.00 | 4.00 | 4.00 | ▇▁▁▁▃ |
| pa_is | 0 | 1.00 | 2.43 | 2.61 | 1.00 | 1.00 | 1.00 | 1.00 | 8.00 | ▇▁▁▁▂ |
| pa_is_also | 0 | 1.00 | 5.89 | 2.34 | 1.00 | 7.00 | 7.00 | 7.00 | 8.00 | ▂▁▁▁▇ |
| improve | 0 | 1.00 | 3.57 | 1.60 | 3.00 | 3.00 | 3.00 | 3.00 | 8.00 | ▇▁▁▁▁ |
| increase | 0 | 1.00 | 7.13 | 1.82 | 1.00 | 8.00 | 8.00 | 8.00 | 8.00 | ▁▁▁▁▇ |
| when_cooling_down | 0 | 1.00 | 2.00 | 0.00 | 2.00 | 2.00 | 2.00 | 2.00 | 2.00 | ▁▁▇▁▁ |
| heart_rate | 0 | 1.00 | 4.08 | 1.22 | 1.00 | 4.00 | 4.00 | 4.00 | 8.00 | ▁▁▇▁▁ |
| csappa1 | 0 | 1.00 | 3.11 | 0.82 | 1.00 | 3.00 | 3.00 | 4.00 | 4.00 | ▁▁▁▇▅ |
| csappa2 | 0 | 1.00 | 1.96 | 0.96 | 1.00 | 1.00 | 2.00 | 2.00 | 4.00 | ▆▇▁▂▂ |
| csappa3 | 0 | 1.00 | 2.98 | 0.66 | 1.00 | 3.00 | 3.00 | 3.00 | 4.00 | ▁▁▁▇▂ |
| csappa4 | 0 | 1.00 | 1.83 | 0.94 | 1.00 | 1.00 | 2.00 | 2.00 | 4.00 | ▇▇▁▂▂ |
| csappa5 | 0 | 1.00 | 3.04 | 0.59 | 1.00 | 3.00 | 3.00 | 3.00 | 4.00 | ▁▁▁▇▂ |
| csappa6 | 0 | 1.00 | 1.81 | 1.00 | 1.00 | 1.00 | 2.00 | 2.00 | 4.00 | ▇▆▁▁▂ |
| why_active1 | 0 | 1.00 | 3.91 | 1.16 | 1.00 | 3.00 | 4.00 | 5.00 | 5.00 | ▁▁▅▆▇ |
| why_active2 | 0 | 1.00 | 4.23 | 1.09 | 1.00 | 4.00 | 5.00 | 5.00 | 5.00 | ▁▁▂▅▇ |
| why_active3 | 0 | 1.00 | 4.43 | 0.99 | 1.00 | 4.00 | 5.00 | 5.00 | 5.00 | ▁▁▁▃▇ |
| feelings_about_pa1 | 0 | 1.00 | 3.83 | 1.09 | 1.00 | 3.00 | 4.00 | 5.00 | 5.00 | ▂▁▇▇▇ |
| feelings_about_pa2 | 0 | 1.00 | 3.30 | 1.26 | 1.00 | 3.00 | 3.00 | 4.00 | 5.00 | ▂▃▇▃▆ |
| feelings_about_pa3 | 0 | 1.00 | 4.15 | 1.05 | 1.00 | 4.00 | 4.00 | 5.00 | 5.00 | ▁▁▂▆▇ |
| self_report_pa | 0 | 1.00 | 4.38 | 1.94 | 1.00 | 3.00 | 5.00 | 6.00 | 7.00 | ▅▃▃▇▇ |
| non_wear_time1 | 1 | 0.98 | 13.16 | 3.27 | 7.60 | 11.06 | 12.30 | 14.56 | 23.97 | ▃▇▂▁▁ |
| non_wear_time2 | 1 | 0.98 | 13.05 | 3.56 | 9.75 | 10.80 | 11.82 | 13.33 | 24.00 | ▇▂▁▁▁ |
| non_wear_time3 | 1 | 0.98 | 11.71 | 3.09 | 8.00 | 9.64 | 10.93 | 12.88 | 24.00 | ▇▆▁▁▁ |
| non_wear_time4 | 1 | 0.98 | 14.33 | 5.34 | 7.42 | 10.56 | 12.28 | 18.07 | 24.00 | ▆▇▂▁▅ |
| non_wear_time5 | 1 | 0.98 | 15.25 | 4.75 | 8.93 | 12.19 | 12.98 | 18.42 | 24.00 | ▅▇▂▂▃ |
| non_wear_time6 | 25 | 0.53 | 17.81 | 4.99 | 11.73 | 13.32 | 15.37 | 23.89 | 24.00 | ▇▃▂▁▇ |
| non_wear_time7 | 49 | 0.08 | 17.77 | 2.58 | 15.15 | 15.92 | 17.56 | 19.40 | 20.80 | ▇▁▁▃▃ |
| steps1 | 1 | 0.98 | 7081.27 | 4448.40 | 2.00 | 4043.50 | 6918.00 | 9111.00 | 22085.00 | ▇▇▃▂▁ |
| steps2 | 1 | 0.98 | 8117.83 | 3744.13 | 0.00 | 6471.25 | 8544.00 | 10278.00 | 15533.00 | ▂▃▇▅▂ |
| steps3 | 1 | 0.98 | 9012.12 | 3933.91 | 0.00 | 7044.50 | 8242.50 | 11540.50 | 18132.00 | ▁▃▇▂▂ |
| steps4 | 1 | 0.98 | 6590.79 | 4784.57 | 0.00 | 2035.25 | 7079.00 | 9882.25 | 16074.00 | ▇▃▆▅▃ |
| steps5 | 1 | 0.98 | 5693.79 | 4429.19 | 0.00 | 2585.50 | 4806.50 | 9219.50 | 17505.00 | ▇▇▃▂▁ |
| steps6 | 25 | 0.53 | 3708.61 | 4553.24 | 0.00 | 87.00 | 2923.00 | 5003.25 | 19921.00 | ▇▃▁▁▁ |
| steps7 | 49 | 0.08 | 3965.00 | 2787.04 | 1447.00 | 2645.50 | 3235.00 | 4554.50 | 7943.00 | ▃▇▁▁▃ |
| pacer_laps_20m | 0 | 1.00 | 38.58 | 17.98 | 5.00 | 25.00 | 37.00 | 50.00 | 73.00 | ▂▇▃▅▃ |
| pacer_score | 0 | 1.00 | 6.83 | 2.77 | 1.00 | 5.00 | 7.00 | 10.00 | 10.00 | ▂▂▅▂▇ |
| plank_score | 0 | 1.00 | 7.00 | 3.10 | 0.00 | 5.00 | 8.00 | 10.00 | 10.00 | ▂▂▃▂▇ |
| camsa_time_score1 | 0 | 1.00 | 8.60 | 3.44 | 1.00 | 6.00 | 9.00 | 11.00 | 14.00 | ▂▃▃▇▆ |
| camsa_time_score2 | 0 | 1.00 | 9.77 | 2.86 | 4.00 | 8.00 | 10.00 | 12.00 | 14.00 | ▃▅▆▇▃ |
| camsa_skill_time_score1 | 0 | 1.00 | 20.13 | 4.22 | 12.00 | 17.00 | 21.00 | 23.00 | 27.00 | ▅▅▇▇▅ |
| camsa_skill_time_score2 | 0 | 1.00 | 21.32 | 3.86 | 13.00 | 19.00 | 22.00 | 24.00 | 28.00 | ▃▂▇▇▂ |
| camsa_score | 0 | 1.00 | 7.80 | 1.30 | 5.00 | 7.14 | 7.86 | 8.57 | 10.00 | ▃▃▇▇▃ |
| pc_score | 0 | 1.00 | 20.88 | 7.08 | 3.00 | 15.00 | 22.50 | 27.00 | 30.00 | ▂▃▅▇▇ |
| valid_days | 0 | 1.00 | 4.77 | 1.38 | 0.00 | 4.00 | 5.00 | 6.00 | 7.00 | ▁▁▅▇▇ |
| step_average | 3 | 0.94 | 7975.10 | 2227.88 | 4576.00 | 6293.00 | 7384.50 | 9515.75 | 13448.00 | ▇▇▇▂▂ |
| step_score | 3 | 0.94 | 8.62 | 4.22 | 3.00 | 5.25 | 7.00 | 11.75 | 19.00 | ▇▃▅▂▁ |
| self_report_pa_score | 0 | 1.00 | 3.23 | 1.76 | 0.00 | 2.00 | 4.00 | 5.00 | 5.00 | ▅▃▃▇▇ |
| db_score | 3 | 0.94 | 11.82 | 5.02 | 4.00 | 8.25 | 11.00 | 15.50 | 24.00 | ▆▇▃▃▁ |
| predilection_score | 0 | 1.00 | 6.55 | 1.30 | 1.80 | 6.10 | 6.80 | 7.50 | 7.50 | ▁▁▁▂▇ |
| adequacy_score | 0 | 1.00 | 5.85 | 1.26 | 1.80 | 4.90 | 6.10 | 6.80 | 7.50 | ▁▁▃▇▇ |
| intrinsic_motivation_score | 0 | 1.00 | 6.28 | 1.45 | 1.50 | 5.50 | 6.50 | 7.50 | 7.50 | ▁▁▁▂▇ |
| pa_competence_score | 0 | 1.00 | 5.64 | 1.32 | 1.50 | 5.00 | 5.50 | 6.50 | 7.50 | ▁▁▇▇▇ |
| mc_score | 1 | 0.98 | 24.59 | 3.40 | 16.00 | 21.85 | 25.15 | 27.10 | 30.00 | ▁▃▅▇▅ |
| pa_guideline_score | 0 | 1.00 | 0.60 | 0.49 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | ▅▁▁▁▇ |
| crf_means_score | 0 | 1.00 | 0.79 | 0.41 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 | ▂▁▁▁▇ |
| ms_means_score | 0 | 1.00 | 0.79 | 0.41 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 | ▂▁▁▁▇ |
| sports_skill_score | 0 | 1.00 | 0.30 | 0.46 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | ▇▁▁▁▃ |
| fill_in_the_blanks_score | 0 | 1.00 | 5.40 | 1.17 | 2.00 | 6.00 | 6.00 | 6.00 | 6.00 | ▁▁▁▁▇ |
| ku_score | 0 | 1.00 | 7.89 | 1.64 | 2.00 | 7.00 | 8.00 | 9.00 | 10.00 | ▁▁▂▆▇ |
| capl_score | 0 | 1.00 | 65.64 | 13.77 | 31.43 | 57.30 | 66.70 | 75.30 | 97.86 | ▂▅▇▇▁ |
2 Physical literacy scores & interpretations
2.1 Whole group of students
2.1.1 Scores: Distributions (global, domain and sub-domain scores)
2.1.2 Scores: Descriptive statistics (global and domain scores)
Score | Missing values | Mean | SD | Minimum | 25th perc. | Median | 75th perc. | Maximum | Histogram |
|---|---|---|---|---|---|---|---|---|---|
Physical Competence (/30) | 0 | 20.88 | 7.08 | 3.00 | 15.00 | 22.50 | 27.0 | 30.00 | ▂▃▅▇▇ |
Daily Behaviour (/30) | 3 | 11.82 | 5.02 | 4.00 | 8.25 | 11.00 | 15.5 | 24.00 | ▆▇▃▃▁ |
Motivation and Confidence (/30) | 1 | 24.59 | 3.40 | 16.00 | 21.85 | 25.15 | 27.1 | 30.00 | ▁▃▅▇▅ |
Knowledge and Understanding (/10) | 0 | 7.89 | 1.64 | 2.00 | 7.00 | 8.00 | 9.0 | 10.00 | ▁▁▂▆▇ |
Physical Literacy (/100) | 0 | 65.64 | 13.77 | 31.43 | 57.30 | 66.70 | 75.3 | 97.86 | ▂▅▇▇▁ |
2.1.3 Scores: Medians and respective 95% confidence intervals (global and domain scores)
Score | Median [95% CI] |
|---|---|
Physical Competence (/30) | 22.5 [18; 22.5] |
Daily Behaviour (/30) | 11 [9; 11] |
Motivation and Confidence (/30) | 25.2 [23.8; 26.2] |
Knowledge and Understanding (/10) | 8 [7; 7] |
Physical Literacy (/100) | 66.7 [61.6; 72] |
2.1.4 Interpretations: Distributions
2.2 By sex
2.2.1 Scores: Distributions (global, domain and sub-domain scores)
2.2.2 Scores: Descriptive statistics (global and domain scores)
Score | Sex | Missing values | Mean | SD | Minimum | 25th perc. | Median | 75th perc. | Maximum | Histogram |
|---|---|---|---|---|---|---|---|---|---|---|
Physical Competence (/30) | Girl | 0 | 19.98 | 7.28 | 6.00 | 15.00 | 19.50 | 25.75 | 30.00 | ▃▅▅▅▇ |
Boy | 0 | 21.81 | 6.87 | 3.00 | 18.00 | 23.25 | 27.00 | 30.00 | ▁▃▂▇▇ | |
Daily Behaviour (/30) | Girl | 2 | 10.36 | 4.59 | 4.00 | 6.00 | 10.00 | 13.00 | 19.00 | ▇▇▆▂▅ |
Boy | 1 | 13.28 | 5.10 | 4.00 | 11.00 | 12.00 | 16.00 | 24.00 | ▂▇▃▂▂ | |
Motivation and Confidence (/30) | Girl | 1 | 24.20 | 3.69 | 16.00 | 21.47 | 24.85 | 27.27 | 29.50 | ▂▅▃▇▇ |
Boy | 0 | 24.98 | 3.10 | 17.30 | 23.05 | 25.65 | 27.00 | 30.00 | ▁▃▃▇▃ | |
Knowledge and Understanding (/10) | Girl | 0 | 7.89 | 1.55 | 3.00 | 7.00 | 8.00 | 9.00 | 10.00 | ▁▁▅▃▇ |
Boy | 0 | 7.88 | 1.75 | 2.00 | 7.00 | 8.50 | 9.00 | 10.00 | ▁▁▁▆▇ | |
Physical Literacy (/100) | Girl | 0 | 62.98 | 14.81 | 31.43 | 52.70 | 64.20 | 73.20 | 97.86 | ▂▇▇▅▂ |
Boy | 0 | 68.41 | 12.27 | 34.50 | 61.62 | 71.30 | 76.35 | 84.20 | ▂▁▅▃▇ |
2.2.3 Scores: Medians and respective 95% confidence intervals (global and domain scores)
Score | Sex | Median [95% CI] |
|---|---|---|
Physical Competence (/30) | Girl | 19.5 [15; 22.5] |
Boy | 23.2 [18; 25.5] | |
Daily Behaviour (/30) | Girl | 10 [6; 11] |
Boy | 12 [11; 12] | |
Motivation and Confidence (/30) | Girl | 24.8 [21.7; 26.2] |
Boy | 25.6 [23.5; 26.6] | |
Knowledge and Understanding (/10) | Girl | 8 [6; 8] |
Boy | 8.5 [7; 9] | |
Physical Literacy (/100) | Girl | 64.2 [53.4; 66.8] |
Boy | 71.3 [62; 75.2] |
2.2.4 Interpretations: Distributions
3 Relationships between the physical literacy scores (global and domain scores)
The matrix of correlations shown below is based on 49 students with complete data. Values are Spearman rho correlation coefficients.
4 Physical behaviour metrics (using students with >=4 valid days)
4.1 Whole group of students
4.1.1 Metrics: Descriptive statistics
The power low exponent alpha coefficient, the median bout duration, the usual bout duration, and the Gini index are computed using the week as a whole. All the other metrics represent daily averages.
5 Relationships between the global physical literacy scores and the physical behaviour metrics
The matrix of correlations shown below is based on 31 students with complete data. Values are Spearman rho correlation coefficients.
6 Patterns of steps during the days of the week for the students with at least 4 valid days
6.1 Patterns for all students as a whole
6.2 Patterns for the students according to the quartiles
